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Glossary of Data Science and Development Terms

Your Comprehensive Guide to Understanding Key Concepts in Data Science, Machine Learning, and Software Development
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Data Science

Rate Limit Bypass

Rate Limiting

Rate Limiting
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Data Scraping

RBAC (Role-Based Access Control)

React: A Component-Based JavaScript Library for Building Interactive User Interfaces

Real-time Analytics

Real-time Analytics
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Data Engineering

Real-Time Processing

Recall

Recall
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Data Science

Recommender Systems

Recurrent Neural Network (RNN)

Recurrent Neural Networks (RNN): Neural Architecture for Sequential Data

Refactoring

Regression: A Core Statistical Modeling Technique for Understanding and Predicting Variable Relationships

Regression Analysis

Regular Expressions (Regex)

Regularization

Regularization
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Data Science

Reinforcement Learning

Relational Database

Release Management

Release Pipeline

Representational State Transfer (REST)

Resampling

Resource Management

Resource Management
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Data Engineering

Responsive Web Design

Responsive Web Design
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Web and mobile development

RESTful API: A Scalable Web Service Architecture Built on HTTP Standards

Retrieval-Augmented Generation

Retry Mechanisms

Retry Mechanisms
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Data Scraping

Reverse Proxy

RFM Analysis (Recency, Frequency, Monetary)

Robot Exclusion Protocol

ROC Curve

ROC Curve
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Data Science

Rollback

Rollback
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DevOps

Rolling Deployment

Root Mean Squared Error (RMSE)

ROUGE Score

ROUGE Score
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Generative AI

Routing (React Router, Vue Router)

Routing (React Router, Vue Router)
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Web and mobile development

Ruby on Rails for Scalable Web Applications: MVC Framework, Conventions, and Ecosystem Power

S

Sampling: Definition, Types, and Role in Data Science and Statistics

Sass (Syntactically Awesome Style Sheets)

Scala

Scala
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Data Engineering

Scalability

Scatter Plot

Scatter Plot
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Data Science

Scenario Analysis

Scenario Analysis
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Data Science

Scheduled Scraping

Scheduled Scraping
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Data Scraping

Schema

Schema
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DevOps

Schema Design

Schema Design
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Data Engineering

Scraping API

Scraping APIs

Scraping APIs
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Data Scraping

Scraping Bots

Scrapy

Scrapy
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Data Scraping

Screen Scraping

Screen Scraping
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Data Scraping

Scripting

Scripting
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DevOps

Scrum

Scrum
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DevOps

Secrets Management

Selenium

Selenium
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Data Scraping

Self-attention

Self-attention
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Generative AI

Self-Service Analytics

Self-supervised Learning

Semantic Segmentation

Semi-supervised Learning

Sensitivity Analysis

Sentiment Analysis

Sentiment Analysis
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Data Science

Seq2Seq Model

Sequence Generation

Server-Side Frameworks (Express.js, Django, Ruby on Rails)

Server-Side Rendering (SSR)

Server-Side Rendering (SSR)
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Web and mobile development

Serverless

Serverless Architecture

Serverless Architecture
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Web and mobile development

Serverless Computing

Service Mesh

Session Handling

Session Management

Session Management
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Data Scraping

Shadow DOM

Shadow DOM
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Web and mobile development

Sharding

Sharding
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Data Engineering

Shell Scripting

Shell Scripting
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Data Engineering

Shift Left (Security): Definition, Principles, and Role in DevSecOps

Silhouette Score

Silhouette Score
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Data Science

Simpson's Paradox

Simpson's Paradox
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Data Science

Single Page Application (SPA): Definition, Core Principles, and Modern Use Cases

Site Reliability Engineering (SRE): A Framework for Scalable, Automated System Reliability

Sitemap

Sitemap
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Data Scraping

Slice and Dice

Slice and Dice
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Data Science

Snowflake Schema

Snowflake Schema
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Data Engineering

Social Media Analytics: Measuring Engagement, Sentiment, and Behavioral Insights Across Digital Platforms

Social Media Scraping

Softmax

Softmax
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Generative AI

Spark Streaming

Spectral Normalization

Speech Recognition

Speech Recognition
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Generative AI

Spiders

Spiders
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DevOps

Splunk

Splunk
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DevOps

SQL: The Universal Language of Data Communication

SQL (Structured Query Language)

Sqoop

Sqoop
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DevOps

SSL/TLS

SSL/TLS
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Web and mobile development

Stable Diffusion

Stable Diffusion
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Generative AI

Star Schema

Star Schema
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Data Engineering

State Management (Redux, Vuex, MobX)

State Management (Redux, Vuex, MobX)
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Web and mobile development

Static Site Generation (SSG)

Static Site Generation (SSG)
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Web and mobile development
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